Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007802

The MH-36 locality cells most similar to this Beed cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680002702

distance 0.199 · cross-district

#2 · Beedcell 4700007523

distance 0.216

#3 · Nandedcell 4850000270

distance 0.218 · cross-district

#4 · Amravaticell 4680000247

distance 0.223 · cross-district

#5 · Amravaticell 4680001969

distance 0.234 · cross-district

#6 · Laturcell 4810003946

distance 0.236 · cross-district

#7 · Amravaticell 4680000610

distance 0.236 · cross-district

#8 · Laturcell 4810003636

distance 0.238 · cross-district

#9 · Amravaticell 4680000369

distance 0.239 · cross-district

#10 · Yavatmalcell 5000011329

distance 0.24 · cross-district

#11 · Nandedcell 4850000300

distance 0.241 · cross-district

#12 · Washimcell 4990004093

distance 0.242 · cross-district

#13 · Beedcell 4700007145

distance 0.243

#14 · Washimcell 4990004102

distance 0.244 · cross-district

#15 · Gadchirolicell 4750011732

distance 0.25 · cross-district

#16 · Yavatmalcell 5000010068

distance 0.251 · cross-district

#17 · Beedcell 4700001123

distance 0.251

#18 · Parbhanicell 4890002067

distance 0.258 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":470,"cluster_id":4700007802}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.